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Make Bash scripts fail smart, not silent: turn on strict mode with ERR traps, capture rich context, log machine-readable JSON, and add exponential-backoff retries—plus optional on-the-spot triage from a local AI (Ollama). The guide includes apt/dnf/zypper installs, linting with ShellCheck, tests with Bats, and a robust curl+jq example to cut MTTR and boost reliability across CI/CD and cron jobs.